{"id":"https://openalex.org/W3159101011","doi":"https://doi.org/10.1109/tsmc.2021.3076747","title":"On the Development and Performance Evaluation of Improved Radial Basis Function Neural Networks","display_name":"On the Development and Performance Evaluation of Improved Radial Basis Function Neural Networks","publication_year":2021,"publication_date":"2021-05-05","ids":{"openalex":"https://openalex.org/W3159101011","doi":"https://doi.org/10.1109/tsmc.2021.3076747","mag":"3159101011"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2021.3076747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2021.3076747","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101471538","display_name":"Sashmita Panda","orcid":"https://orcid.org/0000-0003-4479-9662"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sashmita Panda","raw_affiliation_strings":["Department of G. S. Sanyal School of Telecommunications, Indian Institute of Technology Kharagpur, Kharagpur, India"],"raw_orcid":"https://orcid.org/0000-0003-4479-9662","affiliations":[{"raw_affiliation_string":"Department of G. S. Sanyal School of Telecommunications, Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034931207","display_name":"Ganapati Panda","orcid":"https://orcid.org/0000-0002-3555-5685"},"institutions":[{"id":"https://openalex.org/I4210125057","display_name":"Vivekananda Global University","ror":"https://ror.org/038mz4r36","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210125057"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ganapati Panda","raw_affiliation_strings":["Department of Electronics and Telecommunications Engineering, C. V. Raman Global University, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications Engineering, C. V. Raman Global University, Bhubaneswar, India","institution_ids":["https://openalex.org/I4210125057"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6002,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.91133549,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"52","issue":"6","first_page":"3873","last_page":"3884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.691683292388916},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6189500093460083},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6180253624916077},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5680323243141174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5436891317367554},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.5057845115661621},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.487396776676178},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4871068000793457},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4768746495246887},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.46801578998565674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46711668372154236},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4466795027256012},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.36544740200042725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36340194940567017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.286079078912735},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2601943016052246}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.691683292388916},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6189500093460083},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6180253624916077},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5680323243141174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5436891317367554},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.5057845115661621},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.487396776676178},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4871068000793457},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4768746495246887},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.46801578998565674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46711668372154236},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4466795027256012},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.36544740200042725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36340194940567017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.286079078912735},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2601943016052246},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2021.3076747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2021.3076747","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1242520691","https://openalex.org/W1963682480","https://openalex.org/W1971335110","https://openalex.org/W1976047713","https://openalex.org/W1984049995","https://openalex.org/W2003407374","https://openalex.org/W2018617609","https://openalex.org/W2020732226","https://openalex.org/W2026911819","https://openalex.org/W2028217217","https://openalex.org/W2050443712","https://openalex.org/W2052873478","https://openalex.org/W2063284749","https://openalex.org/W2064599931","https://openalex.org/W2073849139","https://openalex.org/W2076139225","https://openalex.org/W2079833164","https://openalex.org/W2087404469","https://openalex.org/W2093022009","https://openalex.org/W2100811108","https://openalex.org/W2109808161","https://openalex.org/W2110998784","https://openalex.org/W2113062149","https://openalex.org/W2117463742","https://openalex.org/W2119826792","https://openalex.org/W2128911574","https://openalex.org/W2131246644","https://openalex.org/W2132279897","https://openalex.org/W2141804730","https://openalex.org/W2143747384","https://openalex.org/W2144847945","https://openalex.org/W2150398411","https://openalex.org/W2153678665","https://openalex.org/W2153904408","https://openalex.org/W2155399784","https://openalex.org/W2161940528","https://openalex.org/W2165778925","https://openalex.org/W2169244684","https://openalex.org/W2310109545","https://openalex.org/W2313876814","https://openalex.org/W2334875367","https://openalex.org/W2345155423","https://openalex.org/W2510301586","https://openalex.org/W2534341274","https://openalex.org/W2576588349","https://openalex.org/W2741488669","https://openalex.org/W2755377915","https://openalex.org/W2767702821","https://openalex.org/W2801275319","https://openalex.org/W2877290155","https://openalex.org/W2908260274","https://openalex.org/W2980197275","https://openalex.org/W3034572980","https://openalex.org/W3038286218"],"related_works":["https://openalex.org/W2102148524","https://openalex.org/W2152992791","https://openalex.org/W2096715552","https://openalex.org/W2133420660","https://openalex.org/W2314720829","https://openalex.org/W1794182708","https://openalex.org/W2112835755","https://openalex.org/W2387610815","https://openalex.org/W2349674371","https://openalex.org/W4291951920"],"abstract_inverted_index":{"This":[0],"article":[1],"deals":[2],"with":[3,21,209,274,280,292],"the":[4,22,28,38,56,84,88,117,123,144,150,158,169,180,184,192,197,201,210,217,228,237,249,252,286,296],"development":[5],"of":[6,24,27,71,87,120,122,146,153,171,200,204,226,233,239,251,268,278],"four":[7,90,124],"modified":[8,42,125],"radial":[9],"basis":[10],"function":[11],"neural":[12],"network":[13],"(RBFNN)":[14],"models.":[15],"The":[16,32,224],"corresponding":[17],"learning":[18],"algorithms":[19],"associated":[20],"updating":[23],"internal":[25],"parameters":[26],"models":[29,44,61,134,148,203,235,253],"are":[30,35,53,106,139,177,189,207,222,255],"derived.":[31],"conventional":[33,129,293],"inputs":[34,52,279,294],"used":[36,54,132],"in":[37,55,236,245,266],"first":[39,185,287],"and":[40,47,58,74,76,82,101,114,130,137,156,168,261],"second":[41,297],"RBFNN":[43,60,92,126,133],"(models":[45,135],"3":[46],"4)":[48],"whereas":[49,289],"exponential":[50,276],"nonlinear":[51,72],"fifth":[57],"sixth":[59],"to":[62,115,174],"provide":[63],"additional":[64],"nonlinearity":[65],"for":[66],"achieving":[67],"a":[68],"better":[69],"solution":[70],"classification,":[73],"direct":[75,98],"inverse":[77,103],"modeling":[78,99,104],"problems.":[79],"To":[80,142],"assess":[81],"compare":[83],"performance":[85,118,145,187,270],"potentiality":[86],"proposed":[89],"new":[91],"models,":[93,127],"one":[94,97,102],"classification":[95],"problem,":[96,100],"problem":[105],"solved":[107],"through":[108],"computer":[109],"simulation-based":[110],"experiments.":[111],"For":[112,179,214],"comparison":[113],"assign":[116],"rank":[119],"each":[121],"two":[128,186],"commonly":[131],"1":[136,155],"2)":[138],"also":[140],"simulated.":[141],"access":[143],"different":[147,202],"during":[149],"training":[151],"phase":[152],"Examples":[154],"2,":[157,259],"root":[159],"mean-square":[160],"error":[161],"(RMSE)":[162],"value,":[163],"mean":[164],"absolute":[165],"deviation":[166],"(MAD),":[167],"number":[170],"iterations":[172],"required":[173],"achieve":[175],"convergence":[176],"obtained.":[178],"third":[181],"example,":[182],"only":[183],"measures":[188],"found.":[190],"During":[191],"testing":[193],"or":[194],"validation":[195],"phase,":[196],"output":[198],"responses":[199],"Example":[205,215],"2":[206],"compared":[208],"desired":[211],"response":[212],"analysis.":[213],"3,":[216,258],"bit-error":[218],"rate":[219],"(BER)":[220],"plots":[221],"compared.":[223],"observation":[225],"all":[227,234,240,269],"results":[229],"demonstrates":[230],"consistent":[231],"ranks":[232,250],"case":[238],"three":[241],"examples.":[242],"It":[243],"is,":[244],"general,":[246],"found":[247],"that":[248],"1\u20136":[254],"6,":[256],"4,":[257],"5,":[260],"1,":[262],"respectively.":[263],"In":[264],"essence,":[265],"terms":[267],"measures,":[271],"model":[272,290],"M-6":[273],"an":[275],"version":[277],"weights":[281],"on":[282],"both":[283],"layers":[284],"occupies":[285],"position":[288],"M-4":[291],"as":[295],"position.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
